2 papers
cs.CL2024
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities
Ali Riza Durmaz, Akhil Thomas, Lokesh Mishra +2
While large language models learn sound statistical representations of the language and information therein, ontologies are symbolic knowledge representations that can complement t…
cond-mat.mtrl-sci2021
Addressing materials' microstructure diversity using transfer learning
Aurèle Goetz, Ali Riza Durmaz, Martin Müller +4
Materials' microstructures are signatures of their alloying composition and processing history. Therefore, microstructures exist in a wide variety. As materials become increasingly…